Observability for Beginners: Logs, Metrics, Traces, and Everything Around Them

Logs capture single events as text lines, metrics count or aggregate many events, and traces link related events across services. Cardinality, sampling, and correlation are consequences of this structure. These three pillars form the foundation of observability for understanding system behavior.